{"id":"W3177423627","doi":"10.1111/ajt.16743","title":"White paper on antimicrobial stewardship in solid organ transplant recipients","year":2021,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"National Institutes of Health","keywords":"Medicine; Antimicrobial stewardship; Intensive care medicine; Immunosuppression; Stewardship (theology); Organ transplantation; Antibiotic Stewardship; Transplantation; Population; Immunology; Antibiotics; Environmental health; Surgery; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003043597,0.0004597251,0.0005124442,0.0007215033,0.00104928,0.002360998,0.0007289106,0.002918568,0.007801],"category_scores_gemma":[0.007774096,0.000218996,0.0004882026,0.0007230566,0.0007383502,0.001281912,0.0007282589,0.003275055,0.003398282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009194578,"about_ca_system_score_gemma":0.004344788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668522,"about_ca_topic_score_gemma":0.003941674,"domain_scores_codex":[0.9983363,0.0004798672,0.0002120523,0.0001751079,0.0006340084,0.0001627655],"domain_scores_gemma":[0.9895194,0.003770678,0.001214924,0.0004165318,0.003237556,0.001841054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007653265,0.0001406285,0.001960824,0.0001836872,0.00001345435,0.0003966854,0.00004473086,0.00007587554,0.0002377087,0.001354338,0.927986,0.0675296],"study_design_scores_gemma":[0.00006010446,0.000220558,0.006913899,0.001454154,0.00004011969,0.001074904,0.0001412369,0.0002951065,0.0009285696,0.00230222,0.9865498,0.00001926231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0104557,0.03747537,0.002970838,0.6380495,0.1785858,0.0004629243,0.00147428,0.0002467307,0.1302788],"genre_scores_gemma":[0.07704373,0.1224942,0.006659889,0.2876576,0.3516896,0.0005268322,0.0031241,0.0003335564,0.1504705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007801,"threshold_uncertainty_score":0.02609694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109439192516522,"score_gpt":0.2883596603130333,"score_spread":0.2774157410613811,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}